Mihai Nica

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Boris HaninAssistant Professor, Princeton ORFEVerified email at princeton.edu
Gerard BEN AROUSProfessor of Mathematics, NYU Shanghai and Courant Institute of Mathematical Sciences, New YorkVerified email at nyu.edu
Andrea MontanariProfessor of Electrical Engineering and Statistics, Stanford UniversityVerified email at stanford.edu
Song MeiAssistant Professor at UC BerkeleyVerified email at berkeley.edu
Daniel RemenikUniversidad de ChileVerified email at dim.uchile.cl
Jeremy QuastelProfessor of Mathematics, University of TorontoVerified email at math.toronto.edu
Adam StinchcombeAssistant Professor of Mathematics, University of TorontoVerified email at math.toronto.edu
Balint ViragUniversity of TorontoVerified email at math.toronto.edu
Duncan DauvergneUniversity of TorontoVerified email at utoronto.ca
Daniel M. RoyUniversity of Toronto, Dept of Statistical Sciences; Computer ScienceVerified email at utoronto.ca
Mufan (Bill) LiUniversity of TorontoVerified email at mail.utoronto.ca
Ivan CorwinColumbia UniversityVerified email at columbia.edu
Julia CostacurtaPhD Student, Stanford UniversityVerified email at stanford.edu
Cameron MartinUniversity of TorontoVerified email at mail.utoronto.ca
Griffin FlotoUniversity of TorontoVerified email at mail.utoronto.ca
Yani IoannouAssistant Professor, University of CalgaryVerified email at ucalgary.ca
Anna GolubevaIAIFI Fellow, MITVerified email at mit.edu
Angus GallowayUniversity of GuelphVerified email at uoguelph.ca
Graham TaylorUniversity of Guelph and Vector Institute for Artificial IntelligenceVerified email at uoguelph.ca

Mihai Nica

University of Guelph

Verified email at uoguelph.ca - Homepage

Stochastic Processes Random Matrices Machine Learning


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The landscape of the spiked tensor model GB Arous, S Mei, A Montanari, M Nica Communications on Pure and Applied Mathematics 72 (11), 2282-2330, 2019	93	2019
Finite depth and width corrections to the neural tangent kernel B Hanin, M Nica ICLR 2020, 2020	92	2020
Products of many large random matrices and gradients in deep neural networks B Hanin, M Nica Communications in Mathematical Physics 376, 287–322, 2020	50	2020
A derivative-free method for solving elliptic partial differential equations with deep neural networks J Han, M Nica, AR Stinchcombe Journal of Computational Physics 419, 2020	32	2020
One-sided reflected Brownian motions and the KPZ fixed point M Nica, J Quastel, D Remenik Forum of Mathematics, Sigma 8, e63, 2020	29	2020
Uniform convergence to the Airy line ensemble D Dauvergne, M Nica, B Virág arXiv preprint arXiv:1907.10160, 2019	23	2019
Intermediate disorder directed polymers and the multi-layer extension of the stochastic heat equation I Corwin, M Nica Electronic Journal of Probability 22, 1-49, 2017	22	2017
Intermediate disorder limits for multi-layer semi-discrete directed polymers M Nica	18	2021
Eigenvalues and Eigenfunctions of the Laplacian M Nica The Waterloo Mathematics Review 1 (2), 23-34, 2011	14	2011
The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization M Li, M Nica, D Roy Advances in Neural Information Processing Systems 34, 7852-7864, 2021	10	2021
Solution of the Kolmogorov equation for TASEP M Nica, J Quastel, D Remenik Annals of Probability, 2020	7	2020
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization MB Li, M Nica, DM Roy arXiv preprint arXiv:2206.02768, 2022	6	2022
Decorated Young tableaux and the Poissonized Robinson–Schensted process M Nica Stochastic Processes and their Applications 127 (2), 449-474, 2017	4	2017
Optimal Strategy in "Guess Who?": Beyond Binary Search M Nica Probability in the Engineering and Informational Sciences 30 (4), 576-592, 2016	4	2016
Solving elliptic equations with Brownian motion: bias reduction and temporal difference learning C Martin, H Zhang, J Costacurta, M Nica, AR Stinchcombe Methodology and Computing in Applied Probability 24 (3), 1603-1626, 2022	3	2022
RSK in last passage percolation: a unified approach D Dauvergne, M Nica, B Virág Probability Surveys 19, 65-112, 2022	3	2022
Non-intersecting Random Processes and Multi-layer Random Polymers M Nica New York University, 2017	1	2017
Stabilization Time for a Type of Evolution on Binary Strings MN Jacob Funk, Mihai Nica Journal of Theoretical Probability 28 (3), 848–865, 2015	1	2015
Bounding generalization error with input compression: An empirical study with infinite-width networks A Galloway, A Golubeva, M Salem, M Nica, Y Ioannou, GW Taylor arXiv preprint arXiv:2207.09408, 2022		2022
Exponentially Tilted Gaussian Prior for Variational Autoencoder G Floto, S Kremer, M Nica arXiv preprint arXiv:2111.15646, 2021		2021

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